Overview
Brought to you by YData
Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 15533 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 8.6 MiB |
| Average record size in memory | 578.9 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 5 |
| Boolean | 4 |
Gender is highly overall correlated with Height and 2 other fields | High correlation |
Height is highly overall correlated with Gender | High correlation |
Weight is highly overall correlated with Gender and 2 other fields | High correlation |
WeightCategory is highly overall correlated with Gender and 2 other fields | High correlation |
family_history_with_overweight is highly overall correlated with Weight and 1 other fields | High correlation |
FAVC is highly imbalanced (57.4%) | Imbalance |
CAEC is highly imbalanced (61.2%) | Imbalance |
SMOKE is highly imbalanced (91.0%) | Imbalance |
SCC is highly imbalanced (79.0%) | Imbalance |
MTRANS is highly imbalanced (63.7%) | Imbalance |
id is uniformly distributed | Uniform |
id has unique values | Unique |
FAF has 3799 (24.5%) zeros | Zeros |
TUE has 4966 (32.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-10-23 08:56:39.115392 |
|---|---|
| Analysis finished | 2025-10-23 08:56:49.470211 |
| Duration | 10.35 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
id
Real number (ℝ)
Uniform  Unique 
| Distinct | 15533 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7766 |
| Minimum | 0 |
|---|---|
| Maximum | 15532 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 121.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 776.6 |
| Q1 | 3883 |
| median | 7766 |
| Q3 | 11649 |
| 95-th percentile | 14755.4 |
| Maximum | 15532 |
| Range | 15532 |
| Interquartile range (IQR) | 7766 |
Descriptive statistics
| Standard deviation | 4484.1352 |
|---|---|
| Coefficient of variation (CV) | 0.57740603 |
| Kurtosis | -1.2 |
| Mean | 7766 |
| Median Absolute Deviation (MAD) | 3883 |
| Skewness | 0 |
| Sum | 1.2062928 × 108 |
| Variance | 20107468 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 15532 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Other values (15523) | 15523 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 15532 | 1 | |
| 15531 | 1 | |
| 15530 | 1 | |
| 15529 | 1 | |
| 15528 | 1 | |
| 15527 | 1 | |
| 15526 | 1 | |
| 15525 | 1 | |
| 15524 | 1 | |
| 15523 | 1 |
Gender
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 819.2 KiB |
| Male | |
|---|---|
| Female |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.9978755 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Female |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Male | 7783 | |
| Female | 7750 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 7783 | |
| female | 7750 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 23283 | |
| a | 15533 | |
| l | 15533 | |
| M | 7783 | 10.0% |
| F | 7750 | 10.0% |
| m | 7750 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 62099 | |
| Uppercase Letter | 15533 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 23283 | |
| a | 15533 | |
| l | 15533 | |
| m | 7750 | 12.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 7783 | |
| F | 7750 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 77632 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 23283 | |
| a | 15533 | |
| l | 15533 | |
| M | 7783 | 10.0% |
| F | 7750 | 10.0% |
| m | 7750 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 77632 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 23283 | |
| a | 15533 | |
| l | 15533 | |
| M | 7783 | 10.0% |
| F | 7750 | 10.0% |
| m | 7750 | 10.0% |
Age
Real number (ℝ)
| Distinct | 1602 |
|---|---|
| Distinct (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.816308 |
| Minimum | 14 |
|---|---|
| Maximum | 61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 121.5 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 17.971786 |
| Q1 | 20 |
| median | 22.771612 |
| Q3 | 26 |
| 95-th percentile | 35.322112 |
| Maximum | 61 |
| Range | 47 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.663167 |
|---|---|
| Coefficient of variation (CV) | 0.23778526 |
| Kurtosis | 3.5963108 |
| Mean | 23.816308 |
| Median Absolute Deviation (MAD) | 3.228388 |
| Skewness | 1.5719763 |
| Sum | 369938.71 |
| Variance | 32.07146 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 1438 | 9.3% |
| 26 | 1337 | 8.6% |
| 21 | 1252 | 8.1% |
| 23 | 900 | 5.8% |
| 19 | 674 | 4.3% |
| 20 | 395 | 2.5% |
| 17 | 394 | 2.5% |
| 22 | 381 | 2.5% |
| 33 | 156 | 1.0% |
| 27 | 130 | 0.8% |
| Other values (1592) | 8476 |
| Value | Count | Frequency (%) |
| 14 | 3 | < 0.1% |
| 15 | 2 | < 0.1% |
| 16 | 75 | |
| 16.093234 | 3 | < 0.1% |
| 16.120699 | 1 | < 0.1% |
| 16.129279 | 5 | < 0.1% |
| 16.140751 | 1 | < 0.1% |
| 16.172992 | 3 | < 0.1% |
| 16.178483 | 1 | < 0.1% |
| 16.198153 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 61 | 2 | < 0.1% |
| 56 | 1 | < 0.1% |
| 55.493687 | 1 | < 0.1% |
| 55.272573 | 1 | < 0.1% |
| 55.24625 | 1 | < 0.1% |
| 55.137881 | 2 | < 0.1% |
| 55.022494 | 8 | 0.1% |
| 55 | 27 | |
| 52 | 2 | < 0.1% |
| 51 | 1 | < 0.1% |
Height
Real number (ℝ)
High correlation 
| Distinct | 1723 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6999182 |
| Minimum | 1.45 |
|---|---|
| Maximum | 1.975663 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 121.5 KiB |
Quantile statistics
| Minimum | 1.45 |
|---|---|
| 5-th percentile | 1.556211 |
| Q1 | 1.630927 |
| median | 1.7 |
| Q3 | 1.762921 |
| 95-th percentile | 1.8457554 |
| Maximum | 1.975663 |
| Range | 0.525663 |
| Interquartile range (IQR) | 0.131994 |
Descriptive statistics
| Standard deviation | 0.087670026 |
|---|---|
| Coefficient of variation (CV) | 0.051573086 |
| Kurtosis | -0.56183456 |
| Mean | 1.6999182 |
| Median Absolute Deviation (MAD) | 0.066509 |
| Skewness | 0.01000144 |
| Sum | 26404.829 |
| Variance | 0.0076860335 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.7 | 1018 | 6.6% |
| 1.65 | 570 | 3.7% |
| 1.75 | 504 | 3.2% |
| 1.6 | 491 | 3.2% |
| 1.8 | 394 | 2.5% |
| 1.62 | 303 | 2.0% |
| 1.72 | 230 | 1.5% |
| 1.56 | 190 | 1.2% |
| 1.63 | 186 | 1.2% |
| 1.55 | 164 | 1.1% |
| Other values (1713) | 11483 |
| Value | Count | Frequency (%) |
| 1.45 | 2 | < 0.1% |
| 1.456346 | 2 | < 0.1% |
| 1.48 | 8 | 0.1% |
| 1.481682 | 1 | < 0.1% |
| 1.483284 | 1 | < 0.1% |
| 1.486484 | 3 | < 0.1% |
| 1.489409 | 1 | < 0.1% |
| 1.498561 | 3 | < 0.1% |
| 1.5 | 131 | |
| 1.502609 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.975663 | 4 | < 0.1% |
| 1.947406 | 3 | < 0.1% |
| 1.942725 | 3 | < 0.1% |
| 1.931263 | 2 | < 0.1% |
| 1.931242 | 1 | < 0.1% |
| 1.930416 | 1 | < 0.1% |
| 1.93 | 11 | |
| 1.92 | 1 | < 0.1% |
| 1.919557 | 2 | < 0.1% |
| 1.919543 | 2 | < 0.1% |
Weight
Real number (ℝ)
High correlation 
| Distinct | 1836 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.785225 |
| Minimum | 39 |
|---|---|
| Maximum | 165.05727 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 121.5 KiB |
Quantile statistics
| Minimum | 39 |
|---|---|
| 5-th percentile | 49 |
| Q1 | 66 |
| median | 84 |
| Q3 | 111.60055 |
| 95-th percentile | 132.11649 |
| Maximum | 165.05727 |
| Range | 126.05727 |
| Interquartile range (IQR) | 45.600553 |
Descriptive statistics
| Standard deviation | 26.369144 |
|---|---|
| Coefficient of variation (CV) | 0.30038249 |
| Kurtosis | -0.98657917 |
| Mean | 87.785225 |
| Median Absolute Deviation (MAD) | 22.735215 |
| Skewness | 0.10855155 |
| Sum | 1363567.9 |
| Variance | 695.33177 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 644 | 4.1% |
| 75 | 494 | 3.2% |
| 50 | 450 | 2.9% |
| 60 | 377 | 2.4% |
| 70 | 376 | 2.4% |
| 45 | 242 | 1.6% |
| 65 | 229 | 1.5% |
| 78 | 225 | 1.4% |
| 85 | 223 | 1.4% |
| 42 | 213 | 1.4% |
| Other values (1826) | 12060 |
| Value | Count | Frequency (%) |
| 39 | 1 | < 0.1% |
| 39.101805 | 3 | |
| 39.12631 | 1 | < 0.1% |
| 39.371523 | 2 | |
| 39.535047 | 1 | < 0.1% |
| 39.581159 | 1 | < 0.1% |
| 39.695295 | 3 | |
| 39.850137 | 1 | < 0.1% |
| 40 | 2 | |
| 40.202773 | 3 |
| Value | Count | Frequency (%) |
| 165.057269 | 3 | < 0.1% |
| 160.935351 | 11 | |
| 160.639405 | 3 | < 0.1% |
| 155.872093 | 2 | < 0.1% |
| 155.242672 | 2 | < 0.1% |
| 154.618446 | 3 | < 0.1% |
| 153.959945 | 2 | < 0.1% |
| 153.149491 | 6 | |
| 152.720545 | 4 | < 0.1% |
| 152.567671 | 5 |
family_history_with_overweight
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.3 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 12696 | |
| False | 2837 | 18.3% |
FAVC
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.3 KiB |
| True | |
|---|---|
| False | 1349 |
| Value | Count | Frequency (%) |
| True | 14184 | |
| False | 1349 | 8.7% |
FCVC
Real number (ℝ)
| Distinct | 872 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4429168 |
| Minimum | 1 |
|---|---|
| Maximum | 3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 121.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.850496 |
| Q1 | 2 |
| median | 2.34222 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.53089467 |
|---|---|
| Coefficient of variation (CV) | 0.21732 |
| Kurtosis | -0.91646326 |
| Mean | 2.4429168 |
| Median Absolute Deviation (MAD) | 0.405741 |
| Skewness | -0.33204298 |
| Sum | 37945.826 |
| Variance | 0.28184915 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 5816 | |
| 3 | 5669 | |
| 1 | 199 | 1.3% |
| 2.9673 | 92 | 0.6% |
| 2.766612 | 39 | 0.3% |
| 2.938616 | 37 | 0.2% |
| 2.9553 | 31 | 0.2% |
| 2.225149 | 24 | 0.2% |
| 2.57649 | 23 | 0.1% |
| 2.819934 | 23 | 0.1% |
| Other values (862) | 3580 |
| Value | Count | Frequency (%) |
| 1 | 199 | |
| 1.002564 | 1 | < 0.1% |
| 1.003566 | 2 | < 0.1% |
| 1.005578 | 12 | 0.1% |
| 1.006436 | 1 | < 0.1% |
| 1.00876 | 5 | < 0.1% |
| 1.021136 | 1 | < 0.1% |
| 1.031149 | 11 | 0.1% |
| 1.036159 | 6 | < 0.1% |
| 1.036414 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 5669 | |
| 2.998441 | 2 | < 0.1% |
| 2.997951 | 8 | 0.1% |
| 2.997524 | 4 | < 0.1% |
| 2.996717 | 8 | 0.1% |
| 2.996186 | 5 | < 0.1% |
| 2.995599 | 3 | < 0.1% |
| 2.99448 | 1 | < 0.1% |
| 2.993634 | 1 | < 0.1% |
| 2.992606 | 1 | < 0.1% |
NCP
Real number (ℝ)
| Distinct | 645 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7604249 |
| Minimum | 1 |
|---|---|
| Maximum | 4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 121.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 3.489918 |
| Maximum | 4 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.70646285 |
|---|---|
| Coefficient of variation (CV) | 0.2559254 |
| Kurtosis | 1.8251762 |
| Mean | 2.7604249 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.5612644 |
| Sum | 42877.68 |
| Variance | 0.49908976 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 10985 | |
| 1 | 1493 | 9.6% |
| 4 | 536 | 3.5% |
| 2.993623 | 30 | 0.2% |
| 2.695396 | 19 | 0.1% |
| 1.894384 | 18 | 0.1% |
| 2.658837 | 17 | 0.1% |
| 2.993634 | 16 | 0.1% |
| 2.962004 | 16 | 0.1% |
| 2.977909 | 16 | 0.1% |
| Other values (635) | 2387 | 15.4% |
| Value | Count | Frequency (%) |
| 1 | 1493 | |
| 1.000283 | 3 | < 0.1% |
| 1.000414 | 2 | < 0.1% |
| 1.00061 | 5 | < 0.1% |
| 1.001383 | 2 | < 0.1% |
| 1.001542 | 7 | < 0.1% |
| 1.001633 | 7 | < 0.1% |
| 1.009426 | 4 | < 0.1% |
| 1.010319 | 6 | < 0.1% |
| 1.014916 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 536 | |
| 3.998766 | 2 | < 0.1% |
| 3.998618 | 4 | < 0.1% |
| 3.995957 | 2 | < 0.1% |
| 3.995147 | 3 | < 0.1% |
| 3.994588 | 3 | < 0.1% |
| 3.990925 | 2 | < 0.1% |
| 3.98955 | 4 | < 0.1% |
| 3.989492 | 1 | < 0.1% |
| 3.987707 | 7 | < 0.1% |
CAEC
Categorical
Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 879.3 KiB |
| Sometimes | |
|---|---|
| Frequently | |
| Always | 346 |
| no | 203 |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.9613082 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sometimes |
|---|---|
| 2nd row | Frequently |
| 3rd row | Sometimes |
| 4th row | Sometimes |
| 5th row | Sometimes |
Common Values
| Value | Count | Frequency (%) |
| Sometimes | 13126 | |
| Frequently | 1858 | 12.0% |
| Always | 346 | 2.2% |
| no | 203 | 1.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| sometimes | 13126 | |
| frequently | 1858 | 12.0% |
| always | 346 | 2.2% |
| no | 203 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 29968 | |
| m | 26252 | |
| t | 14984 | |
| s | 13472 | |
| o | 13329 | |
| S | 13126 | |
| i | 13126 | |
| y | 2204 | 1.6% |
| l | 2204 | 1.6% |
| n | 2061 | 1.5% |
| Other values (7) | 8470 | 6.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 123866 | |
| Uppercase Letter | 15330 | 11.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 29968 | |
| m | 26252 | |
| t | 14984 | |
| s | 13472 | |
| o | 13329 | |
| i | 13126 | |
| y | 2204 | 1.8% |
| l | 2204 | 1.8% |
| n | 2061 | 1.7% |
| r | 1858 | 1.5% |
| Other values (4) | 4408 | 3.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 13126 | |
| F | 1858 | 12.1% |
| A | 346 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 139196 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 29968 | |
| m | 26252 | |
| t | 14984 | |
| s | 13472 | |
| o | 13329 | |
| S | 13126 | |
| i | 13126 | |
| y | 2204 | 1.6% |
| l | 2204 | 1.6% |
| n | 2061 | 1.5% |
| Other values (7) | 8470 | 6.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 139196 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 29968 | |
| m | 26252 | |
| t | 14984 | |
| s | 13472 | |
| o | 13329 | |
| S | 13126 | |
| i | 13126 | |
| y | 2204 | 1.6% |
| l | 2204 | 1.6% |
| n | 2061 | 1.5% |
| Other values (7) | 8470 | 6.1% |
SMOKE
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.3 KiB |
| False | |
|---|---|
| True | 177 |
| Value | Count | Frequency (%) |
| False | 15356 | |
| True | 177 | 1.1% |
CH2O
Real number (ℝ)
| Distinct | 1408 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0276261 |
| Minimum | 1 |
|---|---|
| Maximum | 3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 121.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.796257 |
| median | 2 |
| Q3 | 2.531456 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range (IQR) | 0.735199 |
Descriptive statistics
| Standard deviation | 0.60773268 |
|---|---|
| Coefficient of variation (CV) | 0.29972621 |
| Kurtosis | -0.73670285 |
| Mean | 2.0276261 |
| Median Absolute Deviation (MAD) | 0.39886 |
| Skewness | -0.20927674 |
| Sum | 31495.116 |
| Variance | 0.36933901 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 4992 | |
| 1 | 2117 | 13.6% |
| 3 | 1172 | 7.5% |
| 2.868167 | 50 | 0.3% |
| 2.825629 | 48 | 0.3% |
| 2.619517 | 45 | 0.3% |
| 2.72005 | 42 | 0.3% |
| 2.625537 | 40 | 0.3% |
| 2.770732 | 38 | 0.2% |
| 2.613928 | 33 | 0.2% |
| Other values (1398) | 6956 |
| Value | Count | Frequency (%) |
| 1 | 2117 | |
| 1.000463 | 2 | < 0.1% |
| 1.000536 | 4 | < 0.1% |
| 1.000544 | 4 | < 0.1% |
| 1.000695 | 2 | < 0.1% |
| 1.001208 | 1 | < 0.1% |
| 1.001995 | 1 | < 0.1% |
| 1.002292 | 6 | < 0.1% |
| 1.003063 | 2 | < 0.1% |
| 1.003531 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 1172 | |
| 2.999495 | 3 | < 0.1% |
| 2.99675 | 1 | < 0.1% |
| 2.991671 | 2 | < 0.1% |
| 2.989389 | 3 | < 0.1% |
| 2.988771 | 2 | < 0.1% |
| 2.987718 | 6 | < 0.1% |
| 2.987406 | 2 | < 0.1% |
| 2.984323 | 3 | < 0.1% |
| 2.984153 | 6 | < 0.1% |
SCC
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.3 KiB |
| False | |
|---|---|
| True | 514 |
| Value | Count | Frequency (%) |
| False | 15019 | |
| True | 514 | 3.3% |
FAF
Real number (ℝ)
Zeros 
| Distinct | 1274 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9769677 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 3799 |
| Zeros (%) | 24.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 121.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.00705 |
| median | 1 |
| Q3 | 1.582675 |
| 95-th percentile | 2.491946 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1.575625 |
Descriptive statistics
| Standard deviation | 0.83684097 |
|---|---|
| Coefficient of variation (CV) | 0.85656974 |
| Kurtosis | -0.47443387 |
| Mean | 0.9769677 |
| Median Absolute Deviation (MAD) | 0.869583 |
| Skewness | 0.51452887 |
| Sum | 15175.239 |
| Variance | 0.7003028 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3799 | |
| 1 | 3103 | |
| 2 | 1737 | 11.2% |
| 3 | 603 | 3.9% |
| 0.01586 | 37 | 0.2% |
| 1.097905 | 35 | 0.2% |
| 1.68249 | 33 | 0.2% |
| 1.427037 | 33 | 0.2% |
| 1.866839 | 27 | 0.2% |
| 0.926201 | 24 | 0.2% |
| Other values (1264) | 6102 |
| Value | Count | Frequency (%) |
| 0 | 3799 | |
| 9.6 × 10-5 | 7 | < 0.1% |
| 0.000272 | 8 | 0.1% |
| 0.000454 | 7 | < 0.1% |
| 0.001015 | 8 | 0.1% |
| 0.001086 | 7 | < 0.1% |
| 0.001272 | 5 | < 0.1% |
| 0.001297 | 18 | 0.1% |
| 0.00203 | 4 | < 0.1% |
| 0.00342 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 603 | |
| 2.999918 | 2 | < 0.1% |
| 2.977543 | 1 | < 0.1% |
| 2.971832 | 2 | < 0.1% |
| 2.936551 | 4 | < 0.1% |
| 2.931527 | 3 | < 0.1% |
| 2.892922 | 17 | 0.1% |
| 2.891986 | 7 | < 0.1% |
| 2.89118 | 8 | 0.1% |
| 2.881838 | 1 | < 0.1% |
TUE
Real number (ℝ)
Zeros 
| Distinct | 1207 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.61381329 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 4966 |
| Zeros (%) | 32.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 121.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.566353 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.60222272 |
|---|---|
| Coefficient of variation (CV) | 0.9811171 |
| Kurtosis | -0.41502667 |
| Mean | 0.61381329 |
| Median Absolute Deviation (MAD) | 0.460458 |
| Skewness | 0.67442988 |
| Sum | 9534.3619 |
| Variance | 0.3626722 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4966 | |
| 1 | 3255 | |
| 2 | 844 | 5.4% |
| 0.0026 | 60 | 0.4% |
| 0.723154 | 46 | 0.3% |
| 0.088236 | 43 | 0.3% |
| 0.630866 | 37 | 0.2% |
| 0.15171 | 37 | 0.2% |
| 0.62535 | 31 | 0.2% |
| 0.200379 | 30 | 0.2% |
| Other values (1197) | 6184 |
| Value | Count | Frequency (%) |
| 0 | 4966 | |
| 7.3 × 10-5 | 2 | < 0.1% |
| 0.000355 | 1 | < 0.1% |
| 0.000436 | 3 | < 0.1% |
| 0.001096 | 5 | < 0.1% |
| 0.00133 | 10 | 0.1% |
| 0.001337 | 6 | < 0.1% |
| 0.00135 | 1 | < 0.1% |
| 0.001518 | 9 | 0.1% |
| 0.00159 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 2 | 844 | |
| 1.99219 | 2 | < 0.1% |
| 1.990925 | 1 | < 0.1% |
| 1.990617 | 3 | < 0.1% |
| 1.983678 | 1 | < 0.1% |
| 1.980875 | 5 | < 0.1% |
| 1.978043 | 7 | < 0.1% |
| 1.972926 | 2 | < 0.1% |
| 1.97117 | 10 | 0.1% |
| 1.969507 | 5 | < 0.1% |
CALC
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 854.1 KiB |
| Sometimes | |
|---|---|
| no | |
| Frequently | 407 |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 7.2952424 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sometimes |
|---|---|
| 2nd row | no |
| 3rd row | no |
| 4th row | Sometimes |
| 5th row | Sometimes |
Common Values
| Value | Count | Frequency (%) |
| Sometimes | 11285 | |
| no | 3841 | 24.7% |
| Frequently | 407 | 2.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| sometimes | 11285 | |
| no | 3841 | 24.7% |
| frequently | 407 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 23384 | |
| m | 22570 | |
| o | 15126 | |
| t | 11692 | |
| S | 11285 | |
| i | 11285 | |
| s | 11285 | |
| n | 4248 | 3.7% |
| F | 407 | 0.4% |
| r | 407 | 0.4% |
| Other values (4) | 1628 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 101625 | |
| Uppercase Letter | 11692 | 10.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 23384 | |
| m | 22570 | |
| o | 15126 | |
| t | 11692 | |
| i | 11285 | |
| s | 11285 | |
| n | 4248 | 4.2% |
| r | 407 | 0.4% |
| q | 407 | 0.4% |
| u | 407 | 0.4% |
| Other values (2) | 814 | 0.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 11285 | |
| F | 407 | 3.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 113317 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 23384 | |
| m | 22570 | |
| o | 15126 | |
| t | 11692 | |
| S | 11285 | |
| i | 11285 | |
| s | 11285 | |
| n | 4248 | 3.7% |
| F | 407 | 0.4% |
| r | 407 | 0.4% |
| Other values (4) | 1628 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 113317 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 23384 | |
| m | 22570 | |
| o | 15126 | |
| t | 11692 | |
| S | 11285 | |
| i | 11285 | |
| s | 11285 | |
| n | 4248 | 3.7% |
| F | 407 | 0.4% |
| r | 407 | 0.4% |
| Other values (4) | 1628 | 1.4% |
MTRANS
Categorical
Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| Public_Transportation | |
|---|---|
| Automobile | |
| Walking | 340 |
| Motorbike | 30 |
| Bike | 24 |
Length
| Max length | 21 |
|---|---|
| Median length | 21 |
| Mean length | 18.754008 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Public_Transportation |
|---|---|
| 2nd row | Automobile |
| 3rd row | Public_Transportation |
| 4th row | Public_Transportation |
| 5th row | Public_Transportation |
Common Values
| Value | Count | Frequency (%) |
| Public_Transportation | 12470 | |
| Automobile | 2669 | 17.2% |
| Walking | 340 | 2.2% |
| Motorbike | 30 | 0.2% |
| Bike | 24 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| public_transportation | 12470 | |
| automobile | 2669 | 17.2% |
| walking | 340 | 2.2% |
| motorbike | 30 | 0.2% |
| bike | 24 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 30338 | |
| i | 28003 | 9.6% |
| t | 27639 | 9.5% |
| a | 25280 | 8.7% |
| n | 25280 | 8.7% |
| r | 24970 | 8.6% |
| l | 15479 | 5.3% |
| b | 15169 | 5.2% |
| u | 15139 | 5.2% |
| P | 12470 | 4.3% |
| Other values (13) | 71539 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 250833 | |
| Uppercase Letter | 28003 | 9.6% |
| Connector Punctuation | 12470 | 4.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 30338 | |
| i | 28003 | |
| t | 27639 | |
| a | 25280 | |
| n | 25280 | |
| r | 24970 | |
| l | 15479 | |
| b | 15169 | |
| u | 15139 | |
| c | 12470 | |
| Other values (6) | 31066 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 12470 | |
| T | 12470 | |
| A | 2669 | 9.5% |
| W | 340 | 1.2% |
| M | 30 | 0.1% |
| B | 24 | 0.1% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 12470 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 278836 | |
| Common | 12470 | 4.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 30338 | |
| i | 28003 | |
| t | 27639 | |
| a | 25280 | |
| n | 25280 | |
| r | 24970 | |
| l | 15479 | 5.6% |
| b | 15169 | 5.4% |
| u | 15139 | 5.4% |
| P | 12470 | 4.5% |
| Other values (12) | 59069 |
Common
| Value | Count | Frequency (%) |
| _ | 12470 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 291306 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 30338 | |
| i | 28003 | 9.6% |
| t | 27639 | 9.5% |
| a | 25280 | 8.7% |
| n | 25280 | 8.7% |
| r | 24970 | 8.6% |
| l | 15479 | 5.3% |
| b | 15169 | 5.2% |
| u | 15139 | 5.2% |
| P | 12470 | 4.3% |
| Other values (13) | 71539 |
WeightCategory
Categorical
High correlation 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 987.2 KiB |
| Obesity_Type_III | |
|---|---|
| Obesity_Type_II | |
| Normal_Weight | |
| Obesity_Type_I | |
| Overweight_Level_II | |
| Other values (2) |
Length
| Max length | 19 |
|---|---|
| Median length | 16 |
| Mean length | 16.070109 |
| Min length | 13 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Overweight_Level_II |
|---|---|
| 2nd row | Normal_Weight |
| 3rd row | Insufficient_Weight |
| 4th row | Obesity_Type_III |
| 5th row | Overweight_Level_II |
Common Values
| Value | Count | Frequency (%) |
| Obesity_Type_III | 2983 | |
| Obesity_Type_II | 2403 | |
| Normal_Weight | 2345 | |
| Obesity_Type_I | 2207 | |
| Overweight_Level_II | 1881 | |
| Insufficient_Weight | 1870 | |
| Overweight_Level_I | 1844 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| obesity_type_iii | 2983 | |
| obesity_type_ii | 2403 | |
| normal_weight | 2345 | |
| obesity_type_i | 2207 | |
| overweight_level_ii | 1881 | |
| insufficient_weight | 1870 | |
| overweight_level_i | 1844 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 36171 | |
| _ | 26851 | 10.8% |
| I | 23438 | 9.4% |
| i | 19273 | 7.7% |
| t | 17403 | 7.0% |
| y | 15186 | 6.1% |
| O | 11318 | 4.5% |
| s | 9463 | 3.8% |
| g | 7940 | 3.2% |
| h | 7940 | 3.2% |
| Other values (17) | 74634 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 170132 | |
| Uppercase Letter | 52634 | 21.1% |
| Connector Punctuation | 26851 | 10.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 36171 | |
| i | 19273 | |
| t | 17403 | |
| y | 15186 | |
| s | 9463 | 5.6% |
| g | 7940 | 4.7% |
| h | 7940 | 4.7% |
| b | 7593 | 4.5% |
| p | 7593 | 4.5% |
| v | 7450 | 4.4% |
| Other values (10) | 34120 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 23438 | |
| O | 11318 | |
| T | 7593 | 14.4% |
| W | 4215 | 8.0% |
| L | 3725 | 7.1% |
| N | 2345 | 4.5% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 26851 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 222766 | |
| Common | 26851 | 10.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 36171 | |
| I | 23438 | 10.5% |
| i | 19273 | 8.7% |
| t | 17403 | 7.8% |
| y | 15186 | 6.8% |
| O | 11318 | 5.1% |
| s | 9463 | 4.2% |
| g | 7940 | 3.6% |
| h | 7940 | 3.6% |
| b | 7593 | 3.4% |
| Other values (16) | 67041 |
Common
| Value | Count | Frequency (%) |
| _ | 26851 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 249617 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 36171 | |
| _ | 26851 | 10.8% |
| I | 23438 | 9.4% |
| i | 19273 | 7.7% |
| t | 17403 | 7.0% |
| y | 15186 | 6.1% |
| O | 11318 | 4.5% |
| s | 9463 | 3.8% |
| g | 7940 | 3.2% |
| h | 7940 | 3.2% |
| Other values (17) | 74634 |
Interactions
Correlations
| Age | CAEC | CALC | CH2O | FAF | FAVC | FCVC | Gender | Height | MTRANS | NCP | SCC | SMOKE | TUE | Weight | WeightCategory | family_history_with_overweight | id | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.154 | 0.192 | 0.086 | -0.274 | 0.122 | 0.096 | 0.254 | 0.016 | 0.363 | -0.121 | 0.115 | 0.142 | -0.302 | 0.438 | 0.347 | 0.301 | 0.007 |
| CAEC | 0.154 | 1.000 | 0.095 | 0.153 | 0.116 | 0.138 | 0.092 | 0.072 | 0.140 | 0.065 | 0.151 | 0.127 | 0.016 | 0.122 | 0.312 | 0.331 | 0.338 | 0.000 |
| CALC | 0.192 | 0.095 | 1.000 | 0.180 | 0.147 | 0.115 | 0.163 | 0.080 | 0.125 | 0.071 | 0.134 | 0.000 | 0.014 | 0.163 | 0.292 | 0.309 | 0.013 | 0.000 |
| CH2O | 0.086 | 0.153 | 0.180 | 1.000 | 0.059 | 0.166 | 0.110 | 0.331 | 0.189 | 0.101 | 0.077 | 0.077 | 0.051 | -0.004 | 0.345 | 0.310 | 0.277 | 0.008 |
| FAF | -0.274 | 0.116 | 0.147 | 0.059 | 1.000 | 0.135 | -0.086 | 0.344 | 0.321 | 0.101 | 0.118 | 0.079 | 0.042 | -0.017 | -0.062 | 0.257 | 0.183 | 0.017 |
| FAVC | 0.122 | 0.138 | 0.115 | 0.166 | 0.135 | 1.000 | 0.094 | 0.020 | 0.152 | 0.124 | 0.052 | 0.112 | 0.013 | 0.138 | 0.237 | 0.274 | 0.151 | 0.016 |
| FCVC | 0.096 | 0.092 | 0.163 | 0.110 | -0.086 | 0.094 | 1.000 | 0.402 | -0.108 | 0.097 | 0.129 | 0.041 | 0.049 | -0.134 | 0.227 | 0.325 | 0.132 | -0.009 |
| Gender | 0.254 | 0.072 | 0.080 | 0.331 | 0.344 | 0.020 | 0.402 | 1.000 | 0.638 | 0.160 | 0.157 | 0.058 | 0.057 | 0.212 | 0.523 | 0.616 | 0.093 | 0.000 |
| Height | 0.016 | 0.140 | 0.125 | 0.189 | 0.321 | 0.152 | -0.108 | 0.638 | 1.000 | 0.084 | 0.112 | 0.147 | 0.108 | 0.086 | 0.424 | 0.267 | 0.298 | 0.013 |
| MTRANS | 0.363 | 0.065 | 0.071 | 0.101 | 0.101 | 0.124 | 0.097 | 0.160 | 0.084 | 1.000 | 0.053 | 0.058 | 0.030 | 0.127 | 0.153 | 0.163 | 0.130 | 0.000 |
| NCP | -0.121 | 0.151 | 0.134 | 0.077 | 0.118 | 0.052 | 0.129 | 0.157 | 0.112 | 0.053 | 1.000 | 0.070 | 0.006 | 0.128 | -0.022 | 0.218 | 0.226 | -0.005 |
| SCC | 0.115 | 0.127 | 0.000 | 0.077 | 0.079 | 0.112 | 0.041 | 0.058 | 0.147 | 0.058 | 0.070 | 1.000 | 0.017 | 0.067 | 0.206 | 0.217 | 0.162 | 0.000 |
| SMOKE | 0.142 | 0.016 | 0.014 | 0.051 | 0.042 | 0.013 | 0.049 | 0.057 | 0.108 | 0.030 | 0.006 | 0.017 | 1.000 | 0.031 | 0.073 | 0.100 | 0.017 | 0.017 |
| TUE | -0.302 | 0.122 | 0.163 | -0.004 | -0.017 | 0.138 | -0.134 | 0.212 | 0.086 | 0.127 | 0.128 | 0.067 | 0.031 | 1.000 | -0.062 | 0.248 | 0.201 | 0.001 |
| Weight | 0.438 | 0.312 | 0.292 | 0.345 | -0.062 | 0.237 | 0.227 | 0.523 | 0.424 | 0.153 | -0.022 | 0.206 | 0.073 | -0.062 | 1.000 | 0.647 | 0.589 | 0.014 |
| WeightCategory | 0.347 | 0.331 | 0.309 | 0.310 | 0.257 | 0.274 | 0.325 | 0.616 | 0.267 | 0.163 | 0.218 | 0.217 | 0.100 | 0.248 | 0.647 | 1.000 | 0.559 | 0.008 |
| family_history_with_overweight | 0.301 | 0.338 | 0.013 | 0.277 | 0.183 | 0.151 | 0.132 | 0.093 | 0.298 | 0.130 | 0.226 | 0.162 | 0.017 | 0.201 | 0.589 | 0.559 | 1.000 | 0.000 |
| id | 0.007 | 0.000 | 0.000 | 0.008 | 0.017 | 0.016 | -0.009 | 0.000 | 0.013 | 0.000 | -0.005 | 0.000 | 0.017 | 0.001 | 0.014 | 0.008 | 0.000 | 1.000 |
Missing values
Sample
| id | Gender | Age | Height | Weight | family_history_with_overweight | FAVC | FCVC | NCP | CAEC | SMOKE | CH2O | SCC | FAF | TUE | CALC | MTRANS | WeightCategory | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | Male | 24.443011 | 1.699998 | 81.669950 | yes | yes | 2.000000 | 2.983297 | Sometimes | no | 2.763573 | no | 0.000000 | 0.976473 | Sometimes | Public_Transportation | Overweight_Level_II |
| 1 | 1 | Female | 18.000000 | 1.560000 | 57.000000 | yes | yes | 2.000000 | 3.000000 | Frequently | no | 2.000000 | no | 1.000000 | 1.000000 | no | Automobile | Normal_Weight |
| 2 | 2 | Female | 18.000000 | 1.711460 | 50.165754 | yes | yes | 1.880534 | 1.411685 | Sometimes | no | 1.910378 | no | 0.866045 | 1.673584 | no | Public_Transportation | Insufficient_Weight |
| 3 | 3 | Female | 20.952737 | 1.710730 | 131.274851 | yes | yes | 3.000000 | 3.000000 | Sometimes | no | 1.674061 | no | 1.467863 | 0.780199 | Sometimes | Public_Transportation | Obesity_Type_III |
| 4 | 4 | Male | 31.641081 | 1.914186 | 93.798055 | yes | yes | 2.679664 | 1.971472 | Sometimes | no | 1.979848 | no | 1.967973 | 0.931721 | Sometimes | Public_Transportation | Overweight_Level_II |
| 5 | 5 | Male | 18.128249 | 1.748524 | 51.552595 | yes | yes | 2.919751 | 3.000000 | Sometimes | no | 2.137550 | no | 1.930033 | 1.000000 | Sometimes | Public_Transportation | Insufficient_Weight |
| 6 | 6 | Male | 29.883021 | 1.754711 | 112.725005 | yes | yes | 1.991240 | 3.000000 | Sometimes | no | 2.000000 | no | 0.000000 | 0.696948 | Sometimes | Automobile | Obesity_Type_II |
| 7 | 7 | Male | 29.891473 | 1.750150 | 118.206565 | yes | yes | 1.397468 | 3.000000 | Sometimes | no | 2.000000 | no | 0.598655 | 0.000000 | Sometimes | Automobile | Obesity_Type_II |
| 8 | 8 | Male | 17.000000 | 1.700000 | 70.000000 | no | yes | 2.000000 | 3.000000 | Sometimes | no | 3.000000 | yes | 1.000000 | 1.000000 | no | Public_Transportation | Overweight_Level_I |
| 9 | 9 | Female | 26.000000 | 1.638836 | 111.275646 | yes | yes | 3.000000 | 3.000000 | Sometimes | no | 2.632253 | no | 0.000000 | 0.218645 | Sometimes | Public_Transportation | Obesity_Type_III |
| id | Gender | Age | Height | Weight | family_history_with_overweight | FAVC | FCVC | NCP | CAEC | SMOKE | CH2O | SCC | FAF | TUE | CALC | MTRANS | WeightCategory | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 15523 | 15523 | Male | 19.000000 | 1.800000 | 85.000000 | yes | no | 3.000000 | 3.000000 | Sometimes | no | 3.000000 | no | 3.000000 | 0.000000 | Sometimes | Walking | Overweight_Level_I |
| 15524 | 15524 | Male | 24.000000 | 1.700000 | 62.000000 | yes | no | 2.000000 | 3.000000 | Frequently | no | 2.000000 | no | 0.000000 | 1.000000 | Sometimes | Public_Transportation | Normal_Weight |
| 15525 | 15525 | Female | 21.000000 | 1.560000 | 50.000000 | no | yes | 2.000000 | 3.000000 | Sometimes | no | 1.000000 | no | 0.000000 | 1.000000 | no | Public_Transportation | Normal_Weight |
| 15526 | 15526 | Male | 21.000000 | 1.720000 | 66.000000 | no | yes | 2.000000 | 3.000000 | Sometimes | no | 2.000000 | no | 1.000000 | 1.000000 | no | Public_Transportation | Normal_Weight |
| 15527 | 15527 | Female | 19.911246 | 1.532643 | 42.000000 | no | yes | 2.746408 | 3.994588 | Frequently | no | 1.000000 | no | 2.000000 | 0.000000 | Sometimes | Public_Transportation | Insufficient_Weight |
| 15528 | 15528 | Male | 18.000000 | 1.700000 | 50.000000 | no | yes | 2.000000 | 3.000000 | Frequently | no | 2.000000 | no | 1.000000 | 2.000000 | Sometimes | Public_Transportation | Insufficient_Weight |
| 15529 | 15529 | Male | 18.000000 | 1.763101 | 55.523481 | yes | yes | 2.786008 | 3.000000 | Sometimes | no | 1.962646 | yes | 0.028202 | 1.561272 | Sometimes | Public_Transportation | Insufficient_Weight |
| 15530 | 15530 | Female | 19.010211 | 1.686936 | 49.660995 | no | yes | 1.053534 | 3.452590 | Sometimes | no | 1.000000 | no | 2.001230 | 1.000000 | Sometimes | Public_Transportation | Insufficient_Weight |
| 15531 | 15531 | Male | 22.777890 | 1.805445 | 85.228116 | yes | yes | 2.000000 | 2.092179 | Sometimes | no | 2.452986 | no | 0.796770 | 0.000000 | Sometimes | Public_Transportation | Overweight_Level_I |
| 15532 | 15532 | Male | 39.371523 | 1.770278 | 79.677930 | yes | yes | 2.407817 | 1.097312 | Sometimes | no | 2.205911 | no | 0.977929 | 0.000000 | Frequently | Automobile | Overweight_Level_II |